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Advanced Docker containerization expertise for optimization, security, and production deployment. \n \n Covers multi-stage builds, image size optimization, layer caching strategies, and base image selection (Alpine, distroless, scratch) \n Provides security hardening patterns including non-root user configuration, secrets management, capability restrictions, and vulnerability scanning \n Includes Docker Compose orchestration with service dependency management, health checks, networking, resource

Sync data across devices using CloudKit, iCloud key-value storage, and iCloud Drive. Covers container setup, record CRUD, queries, subscriptions, CKSyncEngine, SwiftData integration, conflict resolution, and error handling. Targets iOS 26+ with Swift 6.2; older availability noted where relevant.

Production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, Secrets, and PersistentVolumeClaims. \n \n Covers eight core resource types with step-by-step guidance: Deployments with health checks and resource limits, Services (ClusterIP, LoadBalancer, NodePort), ConfigMaps, Secrets, PersistentVolumeClaims, security contexts, labels, and multi-resource organization \n Includes security best practices such as running as non-root, dropping capabilities, read-only filesystems, and Po

Kubernetes workload deployment, configuration, security, and troubleshooting across single and multi-cluster environments. \n \n Covers Deployments, StatefulSets, DaemonSets, Jobs, Helm charts, RBAC policies, NetworkPolicies, and storage configuration with declarative YAML manifests \n Includes troubleshooting workflows for pod crashes, resource analysis, log inspection, and rollback procedures using kubectl commands \n Enforces security best practices: resource limits, health probes, least-priv

Comprehensive Terraform and OpenTofu guidance covering testing, modules, CI/CD, and production patterns. Based on terraform-best-practices.com and enterprise experience.

Terraform and OpenTofu guidance for modules, testing, CI/CD, and infrastructure-as-code architecture. \n \n Covers module hierarchy, naming conventions, code structure standards, and count vs. for_each patterns with decision matrices \n Testing strategy framework spanning static analysis, native test framework (1.6+), Terratest, and security scanning tools (Trivy, Checkov) \n CI/CD integration guidance including workflow stages, cost optimization, and automated cleanup strategies \n Version mana

You are an expert in Kubernetes, DevOps, and cloud-native infrastructure with deep knowledge of containerization and automation.

Voice cloning and text-to-speech synthesis using Alibaba Cloud Qwen TTS VC models. \n \n Supports two model variants: standard batch processing ( qwen3-tts-vc-2026-01-22 ) and real-time streaming ( qwen3-tts-vc-realtime-2026-01-15 ) \n Accepts voice samples as file paths or raw bytes; generates cloned voice IDs for reuse across multiple synthesis requests \n Normalized interface handles text input, voice enrollment, optional streaming output, and returns audio URLs or PCM chunks \n Requires DASH

Unified access to Azure blob storage, file shares, queues, tables, and data lakes with lifecycle management and redundancy options. \n \n Five storage service types: Blob Storage for objects and backups, File Shares for SMB access, Queue Storage for async messaging, Table Storage for NoSQL key-value, and Data Lake for big data analytics \n MCP server tools for listing accounts, containers, and blobs, plus downloading and uploading blob content; CLI fallback available via az storage commands \n C

This skill provides comprehensive guidance for building serverless applications and event-driven architectures on AWS based on Well-Architected Framework principles.